
Throttle your learning with Udemy tips by adjusting video playback speed from 0.5x to 2x and streaming quality to 720p or higher, and share honest reviews to motivate future content.
Create a Google Cloud free trial account to access $300 credit for 91 days, sign in with your Google account, and provide your country and billing details to start.
Explore how Google Cloud regions and zones enable low latency and high availability by deploying across multiple data centers and regions, supporting disaster recovery.
Learn to generate text with Vertex AI API using Gemini 1.5 Flash, configure generate_config parameters like temperature, top_p, top_k, max tokens, and explore memory-enabled chat with start_chat and history.
Explore prompt engineering principles to improve results, focusing on concise, specific prompts, well defined prompts, and one question at a time to guide LLMs.
Set up a BigQuery dataset and input table, run batch data embedding with Vertex AI, and store embedding outputs back to BigQuery for retrieval documents.
Learn how to perform multimodal video processing inside Gemini and Vertex AI, sending video and audio prompts, describing video content, and summarizing audio in a single request.
Master document processing with Vertex AI and Gemini LLM, loading Part and GenerativeModel, and summarizing PDFs or text via MIME types.
Generate code with the Google code gecko model in vertexai, using a low temperature for deterministic output. See loading the model, predicting with a prefix, and python examples like A+B.
Google Cloud Platform GCP is Fastest growing Public cloud. This is Machine Learning with Google Cloud Course.
Welcome to my course on ML on GCP Platform, Which is one of most updated best course on internet.
This course has 10+ Hours of insanely great video content in HD Quality with 60+ on hands-on Lab (Most Practical Course)
Do you want to learn about the different GCP services from Machine Learning perspective.
You want to deploy ML application in Google Cloud infrastructure.
Do you want to learn about GCP vertex AI product
If yes, You are at right place.
Cloud is the future and GCP is Fastest growing Public cloud.
So, I created most practical comprehensive course will prepare you for Machine Learning with Google Cloud certification.
I believe in learning by doing and it's very much practical course
60+ Hands-on Demo
80% Practical + 20% Theory - Highly Practical course
Highly relevant to exam topics
Covers all major topics related to vertex AI Prebuilt Machine Learning API, Auto ML, vertex AI Pipeline, Custom training
Minimum on Slides + Maximum on GCP cloud console
Have a look at course curriculum, to see depth of Course coverage.
Major Theme of course topics :
1. GCP & Machine Learning Basics
In this module I will teach you creating account, regions, zones, get started with Machine learning basics, types of ML system & which Google Cloud ML service to use when. I will touch upon some helper GCP services for Machine Learning like Compute Engine, IAM - identity & access management, Google Cloud Storage.
2. Google Machine Learning API
In this module I will teach How to use Prebuilt Machine learning API for various generic use case like object detection, sentiment analysis, label detection, OCR, face detection, entity analysis & detection, content classification, speech to text
& text to speech conversion, vision API, Language API, Speech API.
3. GCP AutoML
Here we will learn how to build your own Machine Learning model with your custom data using Auto ML - Auto Machine Learning algorithm for object classification - Auto ML Vision, Content classification- Auto ML Language, Tabular Data
4. Vertex AI Custom Training
In this module we will do custom training with our custom data & custom ML algorithm with Custom Container way and Prebuilt Container way using sklearn & TensorFlow Library, after model being created imported to model registry & deploy to endpoint for online prediction.
Without Deployment we will setup Batch Job for Prediction - Image & Tabular Data
5. Vertex AI Pipeline
In this module we will learn how to setup complete Machine Learning step like dataset creation, Training, Endpoint Creation, Model Deployment all in one go with Vertex AI Pipeline.
This course also comes with:
Lifetime access to all course material & updates
Q&A Section
A 30 Day Money Back Guarantee - "No Questions Asked"
Udemy Certificate of Completion
So, What are you waiting for, Enroll NOW and I will see you inside course.
Regards
Ankit Mistry